Datasets:
update
Browse files
.history/IE_SemParse_20230714000147.py
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# coding=utf-8
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# Lint as: python3
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"""IE-SemParse: The Inter-Bilingual Semantic Parsing for Indic Languages."""
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import os
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import json
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import pandas as pd
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import datasets
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from datasets import DownloadManager
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_CITATION = """\
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@misc{aggarwal2023evaluating,
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title={Evaluating Inter-Bilingual Semantic Parsing for Indian Languages},
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author={Divyanshu Aggarwal and Vivek Gupta and Anoop Kunchukuttan},
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year={2023},
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eprint={2304.13005},
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archivePrefix={arXiv},
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primaryClass={cs.CL}
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}
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"""
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_DESCRIPTION = """\
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IE-SemParse is an Inter-bilingual Seq2seq Semantic parsing dataset for 11 distinct Indian languages
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"""
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_LANGUAGES = (
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'hi',
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'bn',
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'mr',
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'as',
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'ta',
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'te',
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'or',
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'ml',
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'pa',
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'gu',
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'kn'
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)
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# _DATASETS = (
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# 'itop',
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# 'indic-atis',
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# 'indic-TOP'
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# )
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_DATASETS = (
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"IE-mTOP",
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"IE-ATIS",
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"IE-multilingualTOP"
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)
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mapping = {"itop": "IE-mTOP",
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"indic-atis": "IE-ATIS",
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"indic-TOP": "IE-multilingualTOP"}
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reverse_map = {v: k for k, v in mapping.items()}
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_URL = "https://huggingface.co/datasets/Divyanshu/IE_SemParse/resolve/main/"
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class IE_SemParseConfig(datasets.BuilderConfig):
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"""BuilderConfig for IE-SemParse."""
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def __init__(self, dataset: str, language: str, **kwargs):
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"""BuilderConfig for IE-SemParse.
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Args:
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language: One of hi, bn, mr, as, ta, te, or, ml, pa, gu, kn
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**kwargs: keyword arguments forwarded to super.
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"""
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super(IE_SemParseConfig, self).__init__(**kwargs)
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self.dataset = dataset
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self.language = language
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self.languages = _LANGUAGES
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self.datasets = _DATASETS
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self._URLS = [os.path.join(
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_URL, "unfiltered_data", reverse_map[dataset], f"{language}.json")]
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class IE_SemParse(datasets.GeneratorBasedBuilder):
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"""IE-SemParse: Inter-Bilingual Semantic Parsing Dataset for Indic Languages. Version 1.0."""
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VERSION = datasets.Version("1.0.0", "")
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BUILDER_CONFIG_CLASS = IE_SemParseConfig
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BUILDER_CONFIGS = [
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IE_SemParseConfig(
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name=f"{dataset}_{language}",
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language=language,
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dataset=dataset,
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version=datasets.Version("1.0.0", ""),
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description=f"Plain text import of IE-SemParse for the {language} language for {dataset} dataset",
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)
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for language, dataset in zip(_LANGUAGES, _DATASETS)
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]
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def _info(self):
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dl_manager = datasets.DownloadManager()
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urls_to_download = self.config._URLS
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filepath = dl_manager.download_and_extract(urls_to_download)[0]
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with open(filepath, "r") as f:
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data = json.load(f)
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features = datasets.Features(
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{k: datasets.Value("string") for k in data['train'][0].keys()}
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)
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=features,
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# No default supervised_keys (as we have to pass both premise
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# and hypothesis as input).
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supervised_keys=None,
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homepage="https://github.com/divyanshuaggarwal/IE-SemParse",
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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urls_to_download = self.config._URLS
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downloaded_file = dl_manager.download_and_extract(urls_to_download)[0]
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return [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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gen_kwargs={
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"split_key": "train",
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"filepath": downloaded_file,
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"data_format": "IE-SemParse"
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},
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),
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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gen_kwargs={
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"split_key": "test",
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"filepath": downloaded_file,
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"data_format": "IE-SemParse"
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},
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),
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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gen_kwargs={
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"split_key": "validation",
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"filepath": downloaded_file,
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"data_format": "IE-SemParse"
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},
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),
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]
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def _generate_examples(self, data_format, split_key, filepath):
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"""This function returns the examples in the raw (text) form."""
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with open(filepath, "r") as f:
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data = json.load(f)
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data = data[split_key]
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for idx, row in enumerate(data):
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yield idx, {
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k: v for k, v in row.items()
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}
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.history/unfiltered_data/indic-TOP/hi_20230714000142.json
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:effd9d4a087a384b61410fa524d8246c5966139416dd4da88dd4e853e6e25ea6
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size 45744923
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IE_SemParse.py
CHANGED
@@ -154,7 +154,7 @@ class IE_SemParse(datasets.GeneratorBasedBuilder):
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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gen_kwargs={
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-
"split_key": "
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"filepath": downloaded_file,
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"data_format": "IE-SemParse"
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},
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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gen_kwargs={
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"split_key": "validation",
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"filepath": downloaded_file,
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"data_format": "IE-SemParse"
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},
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unfiltered_data/indic-TOP/hi.json
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
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+
oid sha256:effd9d4a087a384b61410fa524d8246c5966139416dd4da88dd4e853e6e25ea6
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size 45744923
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